Essays about: "Moving Representations"

Showing result 1 - 5 of 12 essays containing the words Moving Representations.

  1. 1. Temporal Localization of Representations in Recurrent Neural Networks

    University essay from Högskolan Dalarna/Institutionen för information och teknik

    Author : Asadullah Najam; [2023]
    Keywords : Recurrent Neural Networks RNNs ; Deep Learning; Time Series Prediction; Exploding Values; Gradient Decay; Long Short-Term Memory LSTMs ; Gated Recurrent Units GRUs ; Attention Mechanism; Moving Representations; Localizing Representations;

    Abstract : Recurrent Neural Networks (RNNs) are pivotal in deep learning for time series prediction, but they suffer from 'exploding values' and 'gradient decay,' particularly when learning temporally distant interactions. Long Short-Term Memory (LSTM) and Gated Recurrent Units (GRU) have addressed these issues to an extent, but the precise mitigating mechanisms remain unclear. READ MORE

  3. 2. Compact Representations of State Sets in State Space Search

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : Hugo Axandersson; [2023]
    Keywords : State Space Search; Planning; Closed list; Open list; Memory compact; Level-Ordered Edge Sequence LOES ;

    Abstract : Modern day technological advancements are moving at a rapid pace. In the field of Artificial Intelligence, algorithms are becoming ever faster and process larger amounts of data. These fast algorithms call for data structures that can store this processed data compactly. This premise also holds true in the AI subfield of planning. READ MORE

  4. 3. Perception accuracy and user acceptance of legend designs for opacity data mapping in GIS

    University essay from Lunds universitet/Institutionen för naturgeografi och ekosystemvetenskap

    Author : Jonas Tillman; [2022]
    Keywords : GIS; Data Visualisation; Legends; Opacity; Transparency; Visual Data Encoding; Perception; Earth and Environmental Sciences;

    Abstract : In a GIS system, the need to encode geospatial data without standardized cartographic representations, such as population data, weather information, etc., on top of a map is common. This can be done with a layer on top of a base map, with the effect that the base map is partially or fully hidden. READ MORE

  5. 4. Adapting the PIC/FLIP fluid simulation method to produce a LEGO water animation & evaluating its performance

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Alvin Häger; [2022]
    Keywords : ;

    Abstract : Fluid simulation in computer graphics is a well-researched field used to simulate water in different ways. Although computer graphics techniques in this area usually aim towards creating realistic representations, they can also deviate to create stylized animations of water that adopt different aesthetics whilst maintaining certain aspects of realism. READ MORE

  6. 5. Deep Learning for Driver Sleepiness Classification using Bioelectrical Signals and Karolinska Sleepiness Scale

    University essay from Linköpings universitet/Institutionen för medicinsk teknik

    Author : Maja Jonsson; Jennifer Brown; [2021]
    Keywords : Sleepiness detection; EEG; KSS; deep learning; driving; classification;

    Abstract : Driver sleepiness contributes to a large amount of all road traffic crashes. Developing an objective measurement of driver sleepiness in order to prevent eventual traffic accidents is desirable. READ MORE